AK
Alona Kryshchenko
cs.LGcs.NAmath.NAstat.MEstat.MLcs.IRnonparametric maximum likelihoodmath.OCModels, Biologicalphysics.plasm-ph
On Valency
published · living versionsW_w2me4sn2·v1 · currentpublished
Weighted Randomized Kaczmarz for Sparsely Corrupted Linear Systems
with Jessie Chen, Ziyu Cheng, Yunhui He, Jocelyn T. Chi +2
1 version
Preprints & journals
20 papers in the corpus · 2013–2025Analyzing Pharmacodynamic Count Data That Rapidly Decrease to Zero.41345802 · Yamada, Walter M, Schumitzky, Alan, Kryshchenko, Alona et al.2026 · 0 citationsCPT: pharmacometrics & systems pharmacology. 2026;15(1):e70140
An Open-Source Framework for Virtual Bioequivalence Modeling and Clinical Trial Design.40990143 · Hamadeh, Abdullah, Pellowe, Moriah, Chelle, Pierre et al.2025 · 3 citationsCPT: pharmacometrics & systems pharmacology. 2025;14(12):1932-1948
Applying Machine Learning Methods to Laser Acceleration of Protons: Synthetic Data for Exploring the High Repetition Rate Regime2504.00195v1 · John J. Felice, Ronak Desai, Nathaniel Tamminga et al.2025 · 2 citationsarXiv
Block Gauss-Seidel methods for t-product tensor regression2503.19155v1 · Alejandra Castillo, Jamie Haddock, Iryna Hartsock et al.2025 · 0 citationsarXiv
Quantile-Based Randomized Kaczmarz for Corrupted Tensor Linear Systems2503.18190v1 · Alejandra Castillo, Jamie Haddock, Iryna Hartsock et al.2025 · 0 citationsarXiv
A non-parametric optimal design algorithm for population pharmacokinetics2502.15848v1 · Markus Hovd, Alona Kryshchenko, Michael N. Neely et al.2025 · 1 citationarXiv
Randomized Kaczmarz methods for t-product tensor linear systems with factorized operators2412.10583v1 · Alejandra Castillo, Jamie Haddock, Iryna Hartsock et al.2024 · 3 citationsarXiv
RPEM: Randomized Monte Carlo parametric expectation maximization algorithm.38622792 · Chen, Rong, Schumitzky, Alan, Kryshchenko, Alona et al.2024 · 4 citationsCPT: pharmacometrics & systems pharmacology. 2024;13(5):759-780
Applying Machine Learning Methods to Laser Acceleration of Protons: Lessons Learned from Synthetic Data2307.16036v5 · Ronak Desai, Thomas Zhang, Ricky Oropeza et al.2023 · 6 citationsarXiv
NPSA: Nonparametric Simulated Annealing for Global Optimization2301.12656v1 · Rong Chen, Alan Schumitzky, Alona Kryshchenko et al.2023 · 1 citationarXiv
Automatic Infectious Disease Classification Analysis with Concept Discovery2209.02415v2 · Elena Sizikova, Joshua Vendrow, Xu Cao et al.2022 · 2 citationsarXiv
Semi-supervised Nonnegative Matrix Factorization for Document Classification2203.03551v1 · Jamie Haddock, Lara Kassab, Sixian Li et al.2022 · 7 citationsarXiv
An Algorithm for Nonparametric Estimation of a Multivariate Mixing Distribution with Applications to Population Pharmacokinetics.33396749 · Yamada, Walter M, Neely, Michael N, Bartroff, Jay et al.2021 · 24 citationsPharmaceutics. 2020;13(1)
Semi-supervised NMF Models for Topic Modeling in Learning Tasks2010.07956v1 · Jamie Haddock, Lara Kassab, Sixian Li et al.2020 · 4 citationsarXiv
Sparseness-constrained Nonnegative Tensor Factorization for Detecting Topics at Different Time Scales2010.01600v3 · Lara Kassab, Alona Kryshchenko, Hanbaek Lyu et al.2020 · 2 citationsarXiv
COVID-19 Literature Topic-Based Search via Hierarchical NMF2009.09074v1 · Rachel Grotheer, Yihuan Huang, Pengyu Li et al.2020 · 6 citationsarXiv
On Large-Scale Dynamic Topic Modeling with Nonnegative CP Tensor Decomposition2001.00631v2 · Miju Ahn, Nicole Eikmeier, Jamie Haddock et al.2020 · 11 citationsarXiv
Nonparametric estimation of a mixing distribution for a family of linear stochastic dynamical systems1509.04350v1 · Alona Kryshchenko, Alan Schumitzky, Mike van Guilder et al.2015 · 0 citationsarXiv
benchNGS : An approach to benchmark short reads alignment tools10.1101/018234v1 · Farzana Rahman, Mehedi Hassan, Alona Martin Kryshchenko et al.2015 · 3 citationsbioRxiv
NPEST: a nonparametric method and a database for transcription start site prediction.25197613 · Tatarinova, Tatiana, Kryshchenko, Alona, Triska, Martin et al.2021 · 25 citationsQuantitative biology (Beijing, China). 2013;1(4):261-271
Career total: 33 works. 20 are in this corpus.
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